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Semantic Annotation of Pedagogic Documents

Benyahia Kadda, Lehireche Ahmed
2016 International Journal of Modern Education and Computer Science  
To teach, teacher needs help for sharing these educational documents, and especially his knowledge. We present an approach to overcome the difficulty of sharing educational materials and facilitate access to content; we describe semantically these documents to make them accessible and available to different users. The main idea in our annotation approach is based on: (1) Identify key words in a document, to have a good presentation of the document, we extract the candidate words by applying a
more » ... ighting process and another process using similarity measure, These keywords candidates are reconciled with ontology to determine the appropriate concepts. (2) As document reference generally other documents, we propagate the annotations of references for citing document. (3) A process of validation will be applied each time an annotation is added in order to keep the coherence of the base of annotation. After evaluation with several types of pedagogic documents, our approach achieved a good performance; this suggests that teachers can be greatly helped for the semantic annotation of their pedagogical documents.
doi:10.5815/ijmecs.2016.06.02 fatcat:dn2mf37pc5e3lhw7noa6knnnhy

Safe Bounds in Semidefinite Programming by Using Interval Arithmetic

Orkia Derkaoui, Ahmed Lehireche
2014 American Journal of Operations Research  
Lehireche The rest of this paper is organized as follows. The next section contains notations.  ... 
doi:10.4236/ajor.2014.45028 fatcat:bzevll7qmnh7hnaqp5sh42i4ai

Evolving in Real Time a Neural Net Controller of Robot‐Arm: Track and Evolve

Ahmed Lehireche, Abdellatif Rahmoune
2004 Informatica  
Neuroninio tinklo kontroliuojamo roboto manipuliatoriaus evoliucinis vystymas realiame laike Ahmed LEHIRECHE, Abdellatif RAHMOUNE Autoriai pristato evoliucinio mokymo principais paremt a algoritm a, skirt  ...  Lehireche received the engineer degree in computer science from National Institute of Computer Science Algiers, and the magister diploma in computer science from the University of Science and Technology  ... 
doi:10.15388/informatica.2004.046 fatcat:fvfoleu5rja3titsalzivh7abe

Proposed Representation Approach Based on Description Logics Formalism

Yasser Yahiaoui, Ahmed Lehireche, Djelloul Bouchiha
2016 International Journal of Intelligent Systems and Applications  
How to cite this paper: Yasser Yahiaoui, Ahmed Lehireche, Djelloul Bouchiha, "Proposed Representation Approach Based on Description Logics Formalism", International Journal of Intelligent Systems and Applications  ...  Ahmed  ... 
doi:10.5815/ijisa.2016.05.01 fatcat:h5eu5jro3jdi3niui3txvfvuva

Web Services Selection Based on Mixed Context and Quality of Service Ontology

Nabil Keskes, Ahmed Lehireche, Abdellatif Rahmoun
2011 Computer and Information Science  
Intensive efforts are made in the Web services selection literature by these days mainly because of the overwhelming interest of the community in the services provided over the Web. In selecting best services, the non functional properties of such services are proven to be more and more important; these describe the Quality of service that is the key factor in the selection process.In this paper, we discuss a Web service selection based on both the context and the QoS ontology. We propose an
more » ... hitecture that makes an automatic selection of best service provider that is based on mixed context and QoS ontology for a given set of parameters of QoS. The key idea is to rely on multi dimensional QoS. Finally, some experiments are run so to demonstrate consistency and effectiveness of the proposed method.
doi:10.5539/cis.v4n3p138 fatcat:hzaeenjevzg3rai2hddhso2auy

A Semi-Automatic and Low Cost Approach to Build Scalable Lemma-based Lexical Resources for Arabic Verbs

Noureddine Doumi, Ahmed Lehireche, Denis Maurel, Ahmed Abdelali
2016 International Journal of Information Technology and Computer Science  
This work presents a method that enables Arabic NLP community to build scalable lexical resources. The proposed method is low cost and efficient in time in addition to its scalability and extendibility. The latter is reflected in the ability for the method to be incremental in both aspects, processing resources and generating lexicons. Using a corpus; firstly, tokens are drawn from the corpus and lemmatized. Secondly, finite state transducers (FSTs) are generated semi-automatically. Finally,
more » ... s are used to produce all possible inflected verb forms with their full morphological features. Among the algorithm's strength is its ability to generate transducers having 184 transitions, which is very cumbersome, if manually designed. The second strength is a new inflection scheme of Arabic verbs; this increases the efficiency of FST generation algorithm. The experimentation uses a representative corpus of Modern Standard Arabic. The number of semi-automatically generated transducers is 171. The resulting open lexical resources coverage is high. Our resources cover more than 70% Arabic verbs. The built resources contain 16,855 verb lemmas and 11,080,355 fully, partially and not vocalized verbal inflected forms. All these resources are being made public and currently used as an open package in the Unitex framework available under the LGPL license.
doi:10.5815/ijitcs.2016.02.01 fatcat:2v6o74i5lvbphe6mow74keywcu

Representation of textual documents by the approach wordnet and n-grams for the unsupervised classification (clustering) with 2D cellular automata: a comparative study

HAMOU Reda Mohamed, LEHIRECHE Ahmed, LOKBANI Ahmed Chaouki, RAHMANI Mohamed
2010 Computer and Information Science  
In this article we present a 2D cellular automaton (Class_AC) to solve a problem of text mining in the case of unsupervised classification (clustering). Before to experiment the cellular automaton, we vectorized our data indexing textual documents from the database REUTERS 21,578 by Wordnet approach and the representation of text documents by the method n-grams. Our work is to make a comparative study of two approaches to representation that is the conceptual approach (Wordnet) and the n-grams.
more » ... Section 1 gives an introduction on the biomimétisme and text mining, Section 2 presents representation of texts based on Wordnet approach and the n grams, Section 3 describes the cellular automaton for clustering, Section 4 shows the experimentation and comparison results and finally Section 5 gives a conclusion and perspectives.
doi:10.5539/cis.v3n3p240 fatcat:4fz5mt5zlvbfpo2amubcot5pbq

Exploring Semantic Relatedness in Arabic Corpora using Paradigmatic and Syntagmatic Models

Adil Toumouh, Dominic Widdows, Ahmed Lehireche
2016 International Journal of Information Engineering and Electronic Business  
LEHIRECHE Ahmed and Dr. Dominic Widdows by proposing a method for the enrichment of multilingual resources using parallel corpora and algebraic model Word Space Model.  ... 
doi:10.5815/ijieeb.2016.01.05 fatcat:5dgbadrd4jc5ngo4apq4mondua

Coherent Route Cache In Dynamic Source Routing For Ad Hoc Networks

Sofiane Hacene, Ahmed Lehireche
Computer Science Journal of Moldova   unpublished
Lehireche  ... 
fatcat:zbdkm6fwyfattoinpctqr6t4cq

An Energy Efficient CRP Technique based on WCA for Different Topologies in MANETs using Network Coding

Mirza Arif Baig, Dr Najmuddin Aamer
2022 Zenodo  
Sofiane Boukli Hacene, Ahmed Lehireche, and Ahmed Meddahi [38] presented predictive preemptive AODV (PPAODV), which uses received signal strength to forecast connection failure (RSS).  ...  Sagheer Ahmed [14] investigated numerous routing protocols in MANET and compared them on the basis of various parameters such as routing philosophy, routing techniques, routing overhead, latency, and  ... 
doi:10.5281/zenodo.6581991 fatcat:evaxbunl3bbtbkl5hl35nsgaxa